DEVELOPMENT... OpenML
Run
121258

Run 121258

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 11-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LMT(2)_I80
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.382
Per class
Build CPU time
1.6852
Build memory
2333412790.4
F measure
0.5168
Per class
Kappa
-0.1665
KB relative information score
-73.8355
Mean absolute error
0.3153
Mean prior absolute error
0.2871
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5058
Per class
Predictive accuracy
0.5289
Prior entropy
1.0305
Recall
0.5289
Per class
Relative absolute error
1.0985
Root mean prior squared error
0.3755
Root mean squared error
0.5435
Root relative squared error
1.4475
SciMark benchmark
930.5854